Most organizations replicate what others do, but avoid the decisions that made it work. Without that, imitation doesn’t transfer success. It multiplies friction, weakens coherence, and quietly erodes performance.
The conversation usually starts with an external reference.
“This is what other companies are doing.”
“This model es already proven.”
“We should move in this direction.”
The argument feels solid.
It reduces uncertainty.
It creates a sense of safety.
We’re not improvising.
We’re following something that has already worked.
The decision moves forward.
A new operating model is adopted.
An organizational practice is introduced.
An initiative inspired by market leaders is launched.
At first, everything seems to align.
The language is shared.
Teams understand the overall logic.
The narrative is clear: we are evolving.
But over time, signals begin to appear… hard to interpret at first.
Meetings become longer.
Decisions take more time to close.
Exceptions start to multiply.
Teams adapt the practice.
They reinterpret it.
They adjust it to locally reality.
And without noticing, the organization begins to operate in a hybrid version:
Neither what it used to be.
Nor what it tried to copy.
The result is not a visible failure.
It is something more subtle.
A constant friction that slows down the entire system.
And a question that is rarely asked out loud:
Why does something that works elsewhere fail here?
The problem is not copying
Organizations have always learned by observing others.
Benchmarking is not new.
External inspiration isn’t either.
En complex environments, looking outward is part of how organizations adapt.
The problem is not copying.
It is what is actually being copied.
In most cases, what gets replicated are not decisions.
They are visible artifacts.
Operating models.
Frameworks.
Processes.
Structures.
Rituals.
Elements that can be described, documented, and presented.
But that, on their own, do not explain why they work.
What rarely gets copied is what remains invisible:
- The criteria that guided the original decisions
- The trade-offs that were accepted
- The tensions that were resolved (or left unresolved)
- The constraints that shaped the design
Without these elements, what is imported is form without context.
And forms, outside their context, lose coherence.
The silent appeal of imitation
Copying is not only common.
It is algo comfortable.
Because it reduces a burden many organizations prefer to avoid:
Making decisions under uncertainty.
Adopting something that already exists shifts the conversation.
Instead of asking:
“What decision do we need to make?”
The organization asks:
“What are others doing?”
The focus moves.
From choice to adoption.
From internal accountability to external validation.
This has an immediate effect:
It reduces tension at the leadership level.
Because the decision feels less risky.
More justified.
Easier to defend.
But that relief is temporary.
Because uncertainty does not disappear.
It simply moves.
And reappears later as operational incoherence.
When form does not fit the system
Every organizational practice is sustained by a set of decisions.
Decisions about:
- How resources are allocated
- What is prioritized and what is not
- What kind of performance is rewarded
- What level of autonomy is allowed
- Which tensions are accepted as part of the system.
When an organization adopts a practice without these decisions, something predictable happens:
The system tries to absorb it… without transforming itself.
Teams reinterpret the practice through existing criteria.
Leaders adapt it to their own priorities.
Functions integrate it partially.
The result is not implementation.
It is translation.
And every translation introduces variation.
Until the original practice dissolved.
Not because it was poorly executed.
But because it was never aligned with the decision system that made it viable.
Benchmarking without decision architecture
Much of organizational benchmarking focuses on questions like:
- What model are they using?
- How are their teams structured?
- What tools do they use?
- What processes do they follow?
These are useful questions.
But incomplete.
Because they do not address what matters most:
What decisions made that model work?
Without that layer, benchmarking stays at the surface.
And organizations replicate solutions without understanding the problems they were designed to solve.
Or worse:
They replicate solutions built for problems they do not even have.
This creates a common paradox:
Organizations adopt “advanced” practices …
that end up reducing their effectiveness.
Incoherence as an accumulated outcome
When multiple external practices are integrated without a unifying logic, the organizational system begins to fragment.
Each practice carries its own implicit logic.
A way of prioritizing.
A way of deciding.
A way of operating.
But these logics are not always compatible.
Over time, this creates invisible tensions:
- Processes that compete with each other
- Decision criteria that contradict one another
- Incentives that pull in different directions
The organization tries to resolve these tensions with more coordination.
More meetings.
More alignment.
More integration mechanisms.
But the root cause is not coordination.
It is the lack of coherence between the decisions that sustain the system.
Copying as a way to avoid harder conversation
In many cases, the adoption of external practices is not driven by deep conviction.
It is driven by something more uncomfortable:
The difficulty of holding certain strategic conversations.
Deciding means confronting tensions.
Choosing means giving something up.
Defining a model means discarding alternatives.
These decisions are not always easy to make.
Or to sustain.
Imitation offers an elegant way out.
It allows the organization to move forward without fully resolving those tensions.
It allows implementation without decision.
But that “progress” comes at a cost.
Because tensions do not disappear.
They are redistributed across the system.
And they reappear as operational friction.
A shift in perspective: from copying practices to understanding decisions
Some organizations begin to approach benchmarking differently.
Instead of asking:
“What are others doing?”
They ask:
“What decisions made that work?”
This shift is subtle.
But it changes the entire analysis.
It redirects attention:
- From from to criteria
- From practice to decision
- From visible outcomes to the process that produced them
And, more importantly, it introduces a new question:
Would these decisions be coherent in out context?
Because not all of them are.
And not all of them should be.
What it really means to learn from others?
Learning from other organizations is not about replicating what they do.
It is about understanding how they think.
What they prioritize.
What they are willing to sacrifice.
What tensions they have chosen to resolve… and how.
This requires a different kind of analysis.
Less focused on the solution.
More focused on the logic behind it.
And in many cases, it leads to an uncomfortable conclusion:
We don’t need to copy that practice.
We need to make out own decisions.
The role of leadership: sustaining coherence
When an organization decides to adopt an external practice, the real work is not implementation.
It is alignment with its decision architecture.
This means:
- Making the underlying criteria explicit
- Assessing whether those criteria are compatible with the current system
- Adjusting either the practice or the system… but not ignoring the tension
And above all, it requires ownership.
Because ultimately, no external practice can replace an internal decision.
Fewer references. More clarity.
In complex environments, the pressure to “keep up with the market” is constant.
New models emerge.
New practices spread.
New ways of operating gain legitimacy quickly.
But not everything that works elsewhere creates value here.
And not everything that is adopted generates impact.
Sometimes, the opposite happens.
As organizations accumulate practices without coherence, their ability to execute weakens.
Not because of a lack of talent.
But because of an excess of implicit directions.
An invitation to look differently
The next time an external practice is brought in as a reference, it may be worth pausing for a moment.
And changing the question.
Not:
“Should we do this?”
But:
“What decisions made this work… and are we willing to make them?”
Because in many cases, the answer is not in what is being copied.
It is in what is being avoided.
And at that point, the issue is no longer benchmarking.
It becomes something mor structural:
The difficulty of making the decisions that shape the system visible, explicit, and governable.
If this tension feels familiar, it may be worth taking a closer look at what your organization is actually copying… and why.
Because copying practices is easy.
But sustaining the decisions that make them work is something else entirely.
And that is often where the difference lees between transformation that created value… and transformation that only adds complexity.
